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Dr Nicolas Hernandez

PositionIMSS Senior Research Fellow
Email (@ucl.ac.uk)n.hernandez
Personal webpagehttps://nicolashernandezb.github.io/
ThemesComputational Statistics, Multivariate and High Dimensional Data

Biographical Details

Nicolas is a IMSS Senior Research Fellow at the Department of Statistical Science at University College London. He completed his PhD in 2019 at the Department of Statistics at Universidad Carlos III de Madrid. From 2019-2021 he was appointed as a Postdoctoral Research Associate at the MRC Biostatistics Unit of the University of Cambridge. 

Research Interests

Functional Data; Statistical Inference; Kernel methods, Uncertainty Quantification; Classification and anomaly detection algorithms.

Selected publications

  • The flashfm approach for fine-mapping multiple quantitative traits. N Hernández, J Soenksen, P Newcombe, M Sandhu, I Barroso, Chris Wallace, JL Asimit. Nature communications 12 (1), 1-14 1 2021
  • Entropy Measures for Stochastic Processes with Applications in Functional Anomaly Detection G Martos, N Hernández, A Muñoz, JM Moguerza. Entropy 20 (1), 33 9 2018
  • Combining Entropy Measures for Anomaly Detection. A Muñoz, N Hernández, J Moguerza, G Martos. Entropy 20 (9), 698 2 2018